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  • Currently displaying 21 - 40 of 1413 publications
Learning the score under shape constraints
RM Lewis, OY Feng, HWJ Reeve, M Xu, RJ Samworth
(2025)
(link to publication)
Higher-order diffusion and Cahn-Hilliard-type models revisited on the half-line
A Chatziafratis, A Miranville, G Karali, AS Fokas, EC Aifantis
(2025)
(link to publication)
Mamba neural operator: Who wins? transformers vs. state-space models for PDEs
C-W Cheng, J Huang, Y Zhang, G Yang, C-B Schönlieb, AI Aviles-Rivero
– Journal of Computational Physics
(2025)
548,
114567
(doi: 10.1016/j.jcp.2025.114567)
HIBMatch: Hypergraph Information Bottleneck for Semi-Supervised Alzheimer's Progression
Z Deng, S Wang, AI Aviles-Rivero, Z Kourtzi, C-B Schonlieb
– IEEE J Biomed Health Inform
(2025)
30,
5100
(doi: 10.1109/jbhi.2025.3634534)
Potential Contrast: Properties, Equivalences, and Generalization to Multiple Classes
W Peaslee, A Breger, C-B Schonlieb
– 2025 33rd European Signal Processing Conference (EUSIPCO)
(2025)
716
(doi: 10.23919/EUSIPCO63237.2025.11226174)
Interpretable and reproducible machine learning model for coronary calcification and segment-level stenoses stratification on computed tomography angiography
J Chen, H Wang, Y Wei, Y Xu, G Wang, Y Li, Z Gao, K Li, X Zhou, J Zheng, Z Wang, Y Huang, Z Teng, JHF Rudd, L Escudero Sánchez, MC Williams, DE Newby, JR Weir-McCall
– BMC Medicine
(2025)
23,
657
(doi: 10.1186/s12916-025-04478-0)
Evaluation of a Mammography-based Deep Learning Model for Breast Cancer Risk Prediction in a Triennial Screening Program
JWD Rothwell, P Rogers, NR Payne, Y Huang, JD Kaggie, SE Hickman, F Kilburn-Toppin, B Kasmai, A Juette, FJ Gilbert
– Radiology
(2025)
317,
e250391
(doi: 10.1148/radiol.250391)
Optimal In-context Adaptivity and Distributional Robustness of Transformers
T Ma, T Wang, RJ Samworth
(2025)
(link to publication)
Symmetry: A general structure in nonparametric regression
LG Christie, JAD Aston
– The Annals of Statistics
(2025)
53,
2040
(doi: 10.1214/25-AOS2529)
Nonparametric inference under shape constraints: past, present and future
RJ Samworth
(2025)
(link to publication)
Artificial Intelligence-Led Whole Coronary Artery OCT Analysis; Validation and Identification of Drug Efficacy and Higher-Risk Plaques.
B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, L Räber, F Prati, C-B Schönlieb, M Roberts, M Bennett
– Circulation. Cardiovascular imaging
(2025)
18,
e018133
(doi: 10.1161/CIRCIMAGING.125.018133)
ViTAL-CT: Vision Transformers for High-Risk Plaque Classification in Coronary CTA
A Le, J Zheng, T Gong, Q Sun, J Weir-McCall, DP O’Regan, MC Williams, DE Newby, JHF Rudd, Y Huang
– Lecture Notes in Computer Science
(2025)
15965,
681
(doi: 10.1007/978-3-032-04978-0_65)
Electrical impedance tomography revisited
AS Fokas, D Kyriakopoulou
– Physica D: Nonlinear Phenomena
(2025)
483,
134941
(doi: 10.1016/j.physd.2025.134941)
A Artifact-corrected artificial intelligence-LED intracoronary OCT analysis identifies plaque progression and vulnerability, drug efficacy and patient events
B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, C Costopoulos, L Räber, F Prati, C-B Schönlieb, M Roberts, M Bennett
– Young Investigator Award
(2025)
a276
(doi: 10.1136/heartjnl-2025-bcs.281)
2-022 Artifact-corrected artificial intelligence-LED intracoronary oct analysis identifies plaque progression and vulnerability, drug efficacy and patient events
B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, C Costopoulos, L Räber, F Prati, C-B Schönlieb, Y Onuma, P Serruys, M Roberts, M Bennett
– Acute coronary syndromes & interventional cardiology
(2025)
a60
(doi: 10.1136/heartjnl-2025-bcs.61)
Editorial: Special Issue on “Learning Across Distribution Shifts”
S Kpotufe, RJ Samworth, Y Sun
– Statistical Science
(2025)
40,
347
(doi: 10.1214/25-STS1010)
Reading the signals: Developing a maternity outcome signal system (MOSS) to improve critical outcomes at term
E Murdoch, B Kirkup, G Smith, D Spiegelhalter
– BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY
(2025)
132,
109
(link to publication)
Clinical decision tree for optimizing endoscopic assessment of signet ring cell carcinoma in hereditary diffuse gastric cancer surveillance
L Wu, J Honing, A Wu, SS Kupfer, TM Bisseling, JM van Dieren, WK Tan, CYC Lee, AV Hadjinicolaou, Y Huang, JDLR Negro, MT Sharip, J Elias, HJ Lim, N Karthik, G Markert, W Prew, M O'Donovan, M Tischkowitz, V Sujendran, JR O'Neill, F Markowetz, RC Fitzgerald, M di Pietro
– Endoscopy
(2025)
57,
1118
(doi: 10.1055/a-2634-7895)
False discovery rate control with compound p-values
RF Barber, RJ Samworth
(2025)
(link to publication)
Estimating Maximal Symmetries of Regression Functions via Subgroup Lattices
LG Christie, JAD Aston
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2025)
87,
1576
(doi: 10.1093/jrsssb/qkaf031)

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